| Literature DB >> 19165394 |
Julia E Heck1, Jeri W Nieves, Yu Chen, Faruque Parvez, Paul W Brandt-Rauf, Joseph H Graziano, Vesna Slavkovich, Geoffrey R Howe, Habibul Ahsan.
Abstract
BACKGROUND: In Bangladesh, millions of people are exposed to arsenic in drinking water; arsenic is associated with increased risk of cancer. Once ingested, arsenic is metabolized via methylation and excreted in urine. Knowledge about nutritional factors affecting individual variation in methylation is limited.Entities:
Keywords: Bangladesh; amino acids; arsenic; cysteine; diet; dietary protein; methionine; nutrition
Mesh:
Substances:
Year: 2008 PMID: 19165394 PMCID: PMC2627873 DOI: 10.1289/ehp.11589
Source DB: PubMed Journal: Environ Health Perspect ISSN: 0091-6765 Impact factor: 9.031
Population characteristics and mean ± SD values of water arsenic, time-weighted well water arsenic, urinary arsenic (U-As), and U-As per gram creatinine, by sociodemographic variables.
| No. (%) | Protein (g/kg bw/day) | Methionine (mg/kg bw/day) | Cystine (mg/kg bw/day) | Well water As concentration (μg/L) | Time-weighted well water As (duration × μg/L) | U-As (μg/L) | U-As (μg)/ g creatinine (μg/L) | |
|---|---|---|---|---|---|---|---|---|
| Sex | ||||||||
| Female | 6,264 (60.2) | 1.54 ± 0.44 | 34.4 ± 10.5 | 18.3 ± 5.2 | 98.4 ± 111.1 | 97.4 ± 107.3 | 132.3 ± 152.2 | 297.6 ± 289.4 |
| Male | 4,138 (39.8) | 1.57 ± 0.43 | 35.0 ± 10.3 | 19.1 ± 5.2 | 93.6 ± 106.0 | 91.8 ± 101.7 | 131.7 ± 137.8 | 229.8 ± 249.0 |
| 0.0008 | 0.003 | < 0.0001 | 0.03 | 0.009 | < 0.0001 | < 0.0001 | ||
| Age (years) | ||||||||
| 18–30 | 2,756 (26.5) | 1.59 ± 0.42 | 35.8 ± 10.2 | 19.0 ± 5.0 | 98.6 ± 111.1 | 97.0 ± 107.6 | 142.0 ± 163.3 | 301.1 ± 304.7 |
| 30–39 | 3,736 (35.9) | 1.55 ± 0.43 | 34.7 ± 10.3 | 18.6 ± 5.2 | 95.1 ± 107.9 | 95.0 ± 104.3 | 129.1 ± 141.7 | 265.3 ± 276.3 |
| 40–49 | 2,587 (24.9) | 1.53 ± 0.44 | 33.9 ± 10.6 | 18.4 ± 5.4 | 96.9 ± 109.7 | 94.5 ± 104.0 | 127.3 ± 141.0 | 261.4 ± 264.6 |
| ≥ 50 | 1,323 (12.7) | 1.52 ± 0.45 | 33.6 ± 10.7 | 18.4 ± 5.5 | 95.3 ± 107.4 | 93.1 ± 104.7 | 128.8 ± 133.2 | 239.3 ± 223.7 |
| < 0.0001 | < 0.0001 | < 0.0001 | 0.6 | 0.7 | 0.0008 | < 0.0001 | ||
| BMI | ||||||||
| < 18.5 | 3,957 (39.0) | 1.68 ± 0.47 | 37.4 ± 11.4 | 20.1 ± 5.7 | 99.7 ± 111.1 | 98.2 ± 106.7 | 139.9 ± 156.2 | 301.3 ± 291.2 |
| 18.5–20.5 | 2,718 (26.8) | 1.56 ± 0.40 | 34.9 ± 9.6 | 18.7 ± 4.8 | 96.9 ± 108.9 | 95.3 ± 103.8 | 131.0 ± 141.7 | 262.7 ± 247.4 |
| 20.5–22.5 | 1,653 (16.3) | 1.46 ± 0.37 | 32.8 ± 9.0 | 17.6 ± 4.5 | 99.9 ± 114.5 | 98.0 ± 109.7 | 126.7 ± 143.2 | 266.7 ± 261.6 |
| 22.5–25 | 1,085 (10.7) | 1.38 ± 0.34 | 31.2 ± 8.4 | 16.7 ± 4.1 | 87.3 ± 100.4 | 86.7 ± 100.0 | 120.7 ± 129.4 | 234.1 ± 330.4 |
| ≥ 25.0 | 723 (7.1) | 1.25 ± 0.33 | 28.2 ± 8.1 | 15.4 ± 4.2 | 83.3 ± 101.5 | 84.3 ± 101.6 | 125.3 ± 144.1 | 197.4 ± 206.2 |
| < 0.0001 | < 0.0001 | < 0.0001 | < 0.0001 | 0.001 | 0.0003 | < 0.0001 | ||
| Education (years) | ||||||||
| No formal | 4,608 (44.3) | 1.54 ± 0.44 | 34.3 ± 10.6 | 18.4 ± 5.2 | 95.6 ± 106.8 | 93.9 ± 102.2 | 135.9 ± 146.9 | 288.4 ± 266.4 |
| 1–5 | 3,068 (29.5) | 1.57 ± 0.43 | 34.9 ± 10.3 | 18.8 ± 5.2 | 99.8 ± 113.4 | 97.1 ± 107.8 | 137.3 ± 153.5 | 276.7 ± 262.0 |
| 6–10 | 2,306 (22.2) | 1.56 ± 0.43 | 35.1 ± 10.4 | 18.8 ± 5.2 | 96.0 ± 109.7 | 96.7 ± 108.8 | 122.1 ± 147.4 | 243.4 ± 320.4 |
| ≥ 10 | 415 (4.0) | 1.53 ± 0.42 | 34.6 ± 10.3 | 18.9 ± 5.2 | 85.1 ± 97.8 | 86.8 ± 97.2 | 107.5 ± 118.3 | 183.7 ± 165.4 |
| 0.02 | 0.02 | 0.0009 | 0.05 | 0.2 | < 0.0001 | < 0.0001 | ||
| Occupation | ||||||||
| Higher energy | 7,784 (74.8) | 1.56 ± 0.44 | 34.8 ± 10.4 | 18.5 ± 5.2 | 88.7 ± 101.2 | 87.4 ± 98.5 | 124.5 ± 130.3 | 214.9 ± 252.1 |
| Lower energy | 2,617 (25.2) | 1.53 ± 0.43 | 34.2 ± 10.4 | 18.9 ± 5.4 | 99.1 ± 112.1 | 97.7 ± 107.1 | 134.6 ± 153.2 | 289.5 ± 281.7 |
| 0.005 | 0.01 | 0.008 | < 0.0001 | 0.003 | 0.003 | < 0.0001 | ||
| Land ownership | ||||||||
| No | 5,201 (50.0) | 1.54 ± 0.44 | 34.2 ± 10.6 | 18.5 ± 5.3 | 99.6 ± 111.8 | 97.4 ± 107.5 | 135.0 ± 154.0 | 278.1 ± 264.9 |
| Yes | 5,198 (50.0) | 1.56 ± 0.43 | 35.1 ± 10.2 | 18.8 ± 5.2 | 93.4 ± 106.3 | 93.0 ± 102.7 | 129.2 ± 138.9 | 263.0 ± 286.3 |
| 0.002 | < 0.0001 | 0.001 | 0.004 | 0.03 | 0.05 | 0.007 | ||
| TV ownership | ||||||||
| No | 6,766 (65.0) | 1.55 ± 0.43 | 34.5 ± 10.4 | 18.6 ± 5.2 | 100.7 ± 112.9 | 98.8 ± 108.0 | 137.3 ± 150.6 | 287.9 ± 271.6 |
| Yes | 3,636 (35.0) | 1.55 ± 0.44 | 34.5 ± 10.5 | 18.7 ± 5.3 | 88.8 ± 101.3 | 88.4 ± 99.2 | 122.9 ± 138.6 | 239.1 ± 280.9 |
| 0.8 | 0.1 | 0.1 | < 0.0001 | < 0.0001 | < 0.0001 | < 0.0001 | ||
| Smoking | ||||||||
| No | 7,616 (73.2) | 1.54 ± 0.43 | 34.4 ± 10.4 | 18.3 ± 5.1 | 98.7 ± 111.2 | 97.6 ± 107.4 | 133.2 ± 150.7 | 282.6 ± 294.2 |
| Yes | 2,785 (26.8) | 1.59 ± 0.43 | 35.4 ± 10.4 | 19.4 ± 5.3 | 90.5 ± 103.0 | 88.3 ± 98.3 | 128.8 ± 134.9 | 237.6 ± 215.5 |
| < 0.0001 | < 0.0001 | < 0.0001 | 0.0004 | < 0.0001 | 0.2 | < 0.0001 | ||
| Betel leaf use | ||||||||
| No | 6,785 (65.2) | 1.56 ± 0.42 | 34.8 ± 10.2 | 18.7 ± 5.1 | 98.2 ± 110.4 | 96.8 ± 107.1 | 134.9 ± 149.9 | 275.0 ± 290.0 |
| Yes | 3,616 (34.8) | 1.54 ± 0.45 | 34.3 ± 10.9 | 18.5 ± 5.5 | 93.4 ± 106.7 | 92.0 ± 101.3 | 126.8 ± 140.1 | 262.5 ± 247.3 |
| 0.02 | 0.03 | 0.1 | 0.02 | 0.03 | 0.007 | 0.02 | ||
Abbreviations: bw, body weight; U-As, urinary arsenic. p-Values were computed with analysis of variance.
Mean values of water arsenic, time-weighted arsenic, urinary arsenic (U-As), and U-As per gram creatinine by quintiles of protein, methionine, and cysteine.
| Well water As concentration (μg/L)
| Time-weighted well water As (duration × μg/L)
| U-As (μg/L)
| U-As (μg)/ g creatinine (μg/L)
| |||||
|---|---|---|---|---|---|---|---|---|
| Mean ± SD | Mean ± SD | Mean ± SD | Mean ± SD | |||||
| Protein (g/kg/day) | 0.9 | 0.8 | 0.009 | 0.003 | ||||
| < 1.20 | 98.7 ± 112.1 | 97.4 ± 108.9 | 130.0 ± 134.6 | 260.2 ± 257.9 | ||||
| 1.20–1.41 | 93.4 ± 106.6 | 91.7 ± 103.0 | 127.5 ± 140.8 | 264.1 ± 261.4 | ||||
| 1.41–1.61 | 95.2 ± 108.8 | 94.3 ± 106.1 | 128.8 ± 150.2 | 267.9 ± 272.7 | ||||
| 1.61–1.87 | 97.8 ± 108.1 | 95.9 ± 102.7 | 134.0 ± 143.9 | 277.3 ± 316.0 | ||||
| > 1.87 | 96.6 ± 110.9 | 96.0 ± 105.8 | 140.4 ± 162.0 | 283.1 ± 267.8 | ||||
| Methionine (mg/kg/day) | 0.05 | 0.08 | 0.06 | 0.02 | ||||
| < 26.5 | 100.0 ± 113.0 | 99.0 ± 110.1 | 130.7 ± 137.4 | 260.1 ± 254.3 | ||||
| 26.5–31.2 | 97.8 ± 112.6 | 94.9 ± 106.8 | 128.3 ± 136.6 | 270.0 ± 271.4 | ||||
| 31.2–35.7 | 94.6 ± 107.5 | 93.9 ± 105.6 | 128.8 ± 152.0 | 261.7 ± 246.0 | ||||
| 35.7–41.9 | 96.1 ± 106.8 | 95.0 ± 103.2 | 136.6 ± 153.5 | 282.0 ± 328.7 | ||||
| > 41.9 | 93.3 ± 106.3 | 92.4 ± 100.6 | 136.3 ± 152.9 | 278.8 ± 271.9 | ||||
| Cysteine (mg/kg/day) | 0.7 | 0.6 | 0.006 | 0.03 | ||||
| < 14.4 | 97.4 ± 112.0 | 95.9 ± 108.6 | 129.0 ± 134.5 | 265.4 ± 262.4 | ||||
| 14.4–16.9 | 95.0 ± 107.9 | 93.9 ± 104.9 | 129.6 ± 141.0 | 266.0 ± 255.1 | ||||
| 16.9–19.3 | 94.2 ± 107.9 | 92.6 ± 104.4 | 127.2 ± 148.4 | 264.5 ± 276.0 | ||||
| 19.3–22.4 | 97.1 ± 106.3 | 96.2 ± 102.5 | 133.8 ± 146.1 | 276.6 ± 315.5 | ||||
| > 22.4 | 98.1 ± 112.2 | 96.6 ± 106.3 | 141.2 ± 161.7 | 280.9 ± 266.6 | ||||
Association between dietary exposures and urinary arsenic values (estimates from GEE) by multivariate analysis.
| Models with As exposure measured as index well water concentration
| Models with As exposure measured as TWA
| |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Creatinine adjusted ( | Unadjusted | Creatinine adjusted ( | Unadjusted | |||||||||
| Least squares adjusted mean | β | Least squares adjusted mean | β | Least squares adjusted mean | β | Least squares adjusted mean | β | |||||
| Quintiles of protein consumption | ||||||||||||
| < 1.20 | 117.5 | Referent | 148.2 | Referent | 115.6 | Referent | 156.6 | Referent | ||||
| 1.20–1.41 | 130.1 | 12.7 | < 0.0001 | 163.4 | 7.1 | 0.1 | 127.7 | 12.1 | 0.0001 | 162.3 | 5.7 | 0.2 |
| 1.41–1.61 | 132.4 | 14.9 | < 0.0001 | 166.9 | 4.7 | 0.4 | 130.7 | 15.1 | < 0.0001 | 160.9 | 4.3 | 0.4 |
| 1.61–1.87 | 137.3 | 19.8 | < 0.0001 | 170.8 | 7.9 | 0.1 | 136.1 | 20.5 | < 0.0001 | 164.7 | 8.1 | 0.1 |
| > 1.87 | 145.2 | 27.7 | < 0.0001 | 179.2 | 13.8 | 0.03 | 144.5 | 28.9 | < 0.0001 | 171.9 | 15.3 | 0.02 |
| Quintiles of methionine consumption | ||||||||||||
| < 26.5 | 116.1 | Referent | 154.9 | Referent | 114.9 | Referent | 154.3 | Referent | ||||
| 26.5–31.2 | 125.9 | 9.9 | 0.001 | 159.9 | 5.0 | 0.3 | 124.7 | 9.7 | 0.002 | 158.1 | 3.8 | 0.4 |
| 31.2–35.7 | 131.0 | 15.0 | < 0.0001 | 163.7 | 8.8 | 0.09 | 129.0 | 14.1 | 0.0001 | 161.9 | 7.6 | 0.2 |
| 35.7–41.9 | 141.1 | 25.0 | < 0.0001 | 171.2 | 16.3 | 0.004 | 139.4 | 24.5 | < 0.0001 | 168.7 | 14.4 | 0.01 |
| > 41.9 | 148.1 | 32.0 | < 0.0001 | 175.8 | 20.9 | 0.002 | 146.7 | 31.9 | < 0.0001 | 173.7 | 19.5 | 0.003 |
| Quintiles of cysteine consumption | ||||||||||||
| < 14.4 | 116.8 | Referent | 159.0 | Referent | 115.1 | Referent | 157.1 | Referent | ||||
| 14.4–16.9 | 126.9 | 10.1 | 0.0009 | 162.2 | 3.1 | 0.5 | 124.8 | 9.7 | 0.002 | 159.5 | 2.4 | 0.6 |
| 16.9–19.3 | 131.8 | 15.0 | < 0.0001 | 162.8 | 3.8 | 0.4 | 130.1 | 15.1 | < 0.0001 | 160.4 | 3.4 | 0.5 |
| 19.3–22.4 | 138.6 | 21.8 | < 0.0001 | 167.9 | 8.8 | 0.1 | 137.1 | 22.0 | < 0.0001 | 166.0 | 8.9 | 0.1 |
| > 22.4 | 148.0 | 31.2 | < 0.0001 | 173.1 | 14.1 | 0.03 | 147.6 | 32.5 | < 0.0001 | 173.4 | 16.3 | 0.01 |
Subjects included had urinary creatinine concentrations between 30 and 300 mg/dL.
Controlling for arsenic exposure, sex, age, tobacco use, total energy (kcal), education level, land ownership, television ownership, and folate and riboflavin consumption.
Controlling for arsenic exposure, sex, age, tobacco use, total energy (kcal), education level, land ownership, television ownership, and folate and serine consumption.
Controlling for arsenic exposure, sex, age, tobacco use, total energy (kcal), education level, land ownership, television ownership, and iron, folate and serine consumption.